TY - JOUR
T1 - Service oriented digital twin for additive manufacturing process
AU - Chen, Zijue
AU - Surendraarcharyagie, Kanishka
AU - Granland, Keenan
AU - Chen, Chao
AU - Xu, Xun
AU - Xiong, Yi
AU - Davies, Chris
AU - Tang, Yunlong
N1 - Publisher Copyright:
© 2024 The Author(s)
PY - 2024/6
Y1 - 2024/6
N2 - Currently, Industry 4.0 is rapidly developing, empowered by IoT, cloud computing and AI. As two crucial components of Industry 4.0, digital twins and additive manufacturing (AM) are attracting increasing attention. Despite considerable research in recent years on developing digital twins for AM, the field still faces discrepancies in definition and confusion in development processes, making the development of AM digital twins expensive. The reason behind this is the uniqueness of each AM process, leading to low adaptability in AM digital twins. To address this issue, this work summarises AM digital twins found in the literature review and proposes a novel, service-oriented framework comprising four layers: service, model, data, and interface. This framework aims to enhance the reusability of developed AM digital twins across various levels. The commonly used components in each layer are also summarised to assist developers in rapidly constructing AM digital twins tailored to their specific needs. A case study is included to demonstrate the framework's effectiveness and potential.
AB - Currently, Industry 4.0 is rapidly developing, empowered by IoT, cloud computing and AI. As two crucial components of Industry 4.0, digital twins and additive manufacturing (AM) are attracting increasing attention. Despite considerable research in recent years on developing digital twins for AM, the field still faces discrepancies in definition and confusion in development processes, making the development of AM digital twins expensive. The reason behind this is the uniqueness of each AM process, leading to low adaptability in AM digital twins. To address this issue, this work summarises AM digital twins found in the literature review and proposes a novel, service-oriented framework comprising four layers: service, model, data, and interface. This framework aims to enhance the reusability of developed AM digital twins across various levels. The commonly used components in each layer are also summarised to assist developers in rapidly constructing AM digital twins tailored to their specific needs. A case study is included to demonstrate the framework's effectiveness and potential.
KW - 3D printing
KW - Additive manufacturing
KW - Digital model
KW - Digital shadow
KW - Digital twin
UR - http://www.scopus.com/inward/record.url?scp=85193023370&partnerID=8YFLogxK
U2 - 10.1016/j.jmsy.2024.04.015
DO - 10.1016/j.jmsy.2024.04.015
M3 - Article
AN - SCOPUS:85193023370
SN - 0278-6125
VL - 74
SP - 762
EP - 776
JO - Journal of Manufacturing Systems
JF - Journal of Manufacturing Systems
ER -